SOTAVerified

Cross-Lingual Transfer

Cross-lingual transfer refers to transfer learning using data and models available for one language for which ample such resources are available (e.g., English) to solve tasks in another, commonly more low-resource, language.

Papers

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Showing 351–375 of 782 papers

TitleStatusHype
Exploring Benefits of Transfer Learning in Neural Machine Translation—0
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding—0
Language-specific Neurons Do Not Facilitate Cross-Lingual Transfer—0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
Inverted indexing for cross-lingual NLP—0
Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment—0
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation—0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages—0
Analysing cross-lingual transfer in lemmatisation for Indian languages—0
Investigating the Effect of Parallel Data in the Cross-Lingual Transfer for Vision-Language Encoders—0
Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition—0
Cross-Lingual Transfer Learning for Hate Speech Detection—0
Evaluating morphological typology in zero-shot cross-lingual transfer—0
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models—0
Cross-Lingual Discriminative Learning of Sequence Models with Posterior Regularization—0
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP—0
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text—0
Is Translation Helpful? An Empirical Analysis of Cross-Lingual Transfer in Low-Resource Dialog Generation—0
AfriWOZ: Corpus for Exploiting Cross-Lingual Transferability for Generation of Dialogues in Low-Resource, African Languages—0
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer—0
Evaluating Byte and Wordpiece Level Models for Massively Multilingual Semantic Parsing—0
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset—0
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning—0
JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models' Detection of Human Self-Destructive Behavior Content in Jirai Community—0
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4—Unverified
2mT0-13BAccuracy84.45—Unverified
3RoBERTa Large (translate test)Accuracy76.05—Unverified
4BLOOMZAccuracy75.5—Unverified
5MAD-X BaseAccuracy60.94—Unverified
6mGPTAccuracy55.5—Unverified